1
|
Terheyden JH, Dunbar HMP, Schmitz-Valckenberg S, Behning C, Martinho C, Luhmann UFO, Saßmannshausen M, Lüning A, Miliu A, Aires ID, Basile PG, Batuca J, Schmid M, Moll KP, Zakaria N, Tufail A, Binns A, Crabb DP, Leal S, Finger RP, Holz FG. Validating candidate endpoints for intermediate age-related macular degeneration trials in a multi-centre setting-lessons from the MACUSTAR study. Eye (Lond) 2025; 39:1031-1039. [PMID: 39910281 PMCID: PMC11978948 DOI: 10.1038/s41433-024-03568-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 12/08/2024] [Accepted: 12/17/2024] [Indexed: 02/07/2025] Open
Abstract
For the conduct of future interventional age-related macular degeneration (AMD) trials, the availability of clinical study endpoints is key. However, no endpoints have been accepted by regulators for evaluation of treatment for intermediate (i) AMD, i.e. the AMD stage at highest risk of developing irreversible geographic atrophy or macular neovascularization. The European MACUSTAR consortium has recruited more than 700 individuals to develop and validate structural, functional and patient-reported endpoints, enabling future iAMD trials based on a prospective observational, multi-centre cohort study. Reliably assessing candidate endpoints in a setting that involves multiple clinical sites across countries comes with a plurality of challenges in the study set-up, quality of data, recruitment of participants and study conduct. Therefore, the MACUSTAR consortium has established a framework that successfully addresses these topics, provides relevant insights into the natural history of iAMD and its sub-phenotypes, and will open new regulatory pathways. The MACUSTAR study is registered on ClinicalTrials.gov under NCT03349801.
Collapse
Affiliation(s)
| | - Hannah M P Dunbar
- UCL Institute of Ophthalmology, University College London, London, United Kingdom
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Steffen Schmitz-Valckenberg
- Department of Ophthalmology, University Hospital Bonn, Bonn, Germany
- GRADE Reading Center, Bonn, Germany
- John A. Moran Eye Center, Department of Ophthalmology and Visual Sciences, University of Utah, Salt Lake City, UT, USA
| | - Charlotte Behning
- Institute for Medical Biometry, Informatics and Epidemiology, Medical Faculty, University of Bonn, Bonn, Germany
| | - Cecília Martinho
- Association for Innovation and Biomedical Research on Light and Image, Coimbra, Portugal
| | - Ulrich F O Luhmann
- Roche Pharmaceutical Research and Early Development, Translational Medicine Ophthalmology, Roche Innovation Center Basel, Basel, Switzerland
| | | | - Anna Lüning
- Department of Ophthalmology, University Hospital Bonn, Bonn, Germany
| | - Alexandra Miliu
- Department of Ophthalmology, University Hospital Bonn, Bonn, Germany
| | - Inês Dinis Aires
- Association for Innovation and Biomedical Research on Light and Image, Coimbra, Portugal
| | - Pier Giorgio Basile
- Association for Innovation and Biomedical Research on Light and Image, Coimbra, Portugal
| | - Joana Batuca
- European Clinical Research Infrastructure Network, Paris, France
| | - Matthias Schmid
- Institute for Medical Biometry, Informatics and Epidemiology, Medical Faculty, University of Bonn, Bonn, Germany
| | | | - Nadia Zakaria
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Adnan Tufail
- UCL Institute of Ophthalmology, University College London, London, United Kingdom
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Alison Binns
- Division of Optometry and Visual Science, School of Health Sciences, City, University of London, London, UK
| | - David P Crabb
- Division of Optometry and Visual Science, School of Health Sciences, City, University of London, London, UK
| | | | - Robert P Finger
- Department of Ophthalmology, University Hospital Bonn, Bonn, Germany
- Department of Ophthalmology, University Hospital Mannheim & Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Frank G Holz
- Department of Ophthalmology, University Hospital Bonn, Bonn, Germany.
- GRADE Reading Center, Bonn, Germany.
| |
Collapse
|
3
|
Chew EY, Cukras C, Duncan JL, Dysli C, He Y, Henry E, Holz F, Moult E, Owsley C, Roorda A, Sarraf D, Schwartz R, Spaide R, Taylor L, Teussink M, Zhang Y, Staurenghi G. Assessing structure - Function relationships in non-neovascular age-related macular degeneration. Exp Eye Res 2025; 255:110349. [PMID: 40127748 DOI: 10.1016/j.exer.2025.110349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2024] [Revised: 03/14/2025] [Accepted: 03/19/2025] [Indexed: 03/26/2025]
Abstract
Age-related macular degeneration (AMD), a neurodegenerative disease, is the leading cause of visual impairment in industrialized countries. Challenges in defining structural/functional relationships at various stages of disease especially with non-neovascular AMD, have slowed therapeutic development. Development of such sensitive and specific markers associated with AMD progression could provide the basis necessary for future regulatory outcome variables that will be useful in assessing new, innovative AMD therapies. Advanced imaging technologies such as high-resolution optical coherence tomography, fundus autofluorescence and near infrared imaging; and functional tests including rod-mediated dark adaptation, microperimetry, fluorescence lifetime imaging ophthalmoscopy and others will be important in the evaluation of these structure/function correlations. Development of more advanced methods to study structure such as high-resolution OCT and en face OCT offer further opportunities to better correlate structure and function in clinical trials, and to better define useful biomarkers of visual outcome endpoints. Dark adaptation, although correlated with AMD stage, is difficult to incorporate as endpoint in clinical trials because dark adaptation changes slowly and the technique is time consuming. Microperimetry has become a useful outcome variable in many clinical trials and new methodology may improve its utility in structure-function correlation. These and other newer techniques will require further prospective studies to determine their clinical utility in early AMD detection, prediction of disease progression from intermediate to late stages, and the ability to monitor the advancement of non-neovascular AMD.
Collapse
Affiliation(s)
- Emily Y Chew
- Division of Epidemiology and Clinical Applications, National Eye Institute, National Institutes of Health, Bethesda, MD, USA.
| | | | - Jacque L Duncan
- Department of Ophthalmology, University of California, San Francisco, CA, USA
| | - Chantal Dysli
- Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Ye He
- Doheny Eye Institute, Pasadena, CA, USA
| | - Erin Henry
- Formerly Astellas Pharma Global Development, Inc., Northbrook, IL, USA
| | | | - Eric Moult
- Dept. of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
| | - Cynthia Owsley
- Department of Ophthalmology & Visual Sciences, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Austin Roorda
- Herbert Wertheim School of Optometry and Vision Science, University of California Berkeley School of Optometry, Berkeley, CA, USA
| | - David Sarraf
- Stein Eye Institute, University of California Los Angeles, Los Angeles, CA, USA
| | - Roy Schwartz
- Apellis UK Limited, London, UK; Moorfields Eye Hospital Foundation Trust, London, UK
| | - Richard Spaide
- Vitreous, Retina, Macula Consultants of New York, New York, NY, USA
| | | | | | | | - Giovanni Staurenghi
- Eye Clinic Department of Biomedical & Clinical Science, University of Milan, Milan, Italy.
| |
Collapse
|
5
|
Bennett C, Romano F, Vingopoulos F, Garcia M, Ding X, Bannerman A, Ploumi I, Ntentakis D, Stettler I, Overbey K, Baldwin G, Bejjani R, Garg I, Rodriguez J, Laìns I, Kim LA, Vavvas D, Husain D, Miller JW, Miller JB. Associations Between Contrast Sensitivity, Optical Coherence Tomography Features and Progression From Intermediate to Late Age-related Macular Degeneration. Am J Ophthalmol 2025; 271:175-187. [PMID: 39603315 DOI: 10.1016/j.ajo.2024.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 11/08/2024] [Accepted: 11/09/2024] [Indexed: 11/29/2024]
Abstract
PURPOSE Establishing associations between structure, function, and clinical outcomes in intermediate age-related macular degeneration (iAMD) remains an unmet need. This study aims to (1) cross-sectionally investigate the relationships between optical coherence tomography (OCT) biomarkers and quantitative contrast sensitivity function (qCSF)-measured contrast sensitivity (CS), and (2) longitudinally assess their relationship with progression from iAMD to late stages of the disease. DESIGN Cross-sectional and cohort study. METHODS Our study was conducted at Massachusetts Eye and Ear (Boston, MA, USA) and included eyes with (1) baseline diagnosis of iAMD, (2) same-day OCT and qCSF test, (3) visual acuity ≥20/200 Snellen, and (4) 24+ months of follow-up. qCSF metrics included the area under the logCSF curve, contrast acuity, and CS thresholds at 1- to 18-cycle-per-degree (cpd). Two independent graders reviewed macular OCT scans for various biomarkers, and outer nuclear layer (ONL) thickness and retinal pigment epithelium (RPE) volume were measured. Progression to wet AMD or geographic atrophy (GA) was confirmed using imaging studies. Generalized linear mixed-effects models assessed associations between qCSF and OCT biomarkers, while Cox regression models evaluated their association with progression to late AMD. RESULTS We included 205 iAMD eyes from 134 patients (age: 73 [69-78] years; 63% female). Higher RPE volume in the central subfield and a greater number of intraretinal hyperreflective foci were associated with reduced area under the logCSF curve, contrast acuity, and CS at 6 to 12 cpd (P < .05). ONL thinning in the inner ring and a greater number of intraretinal hyperreflective foci were associated with reduced CS at 1 and 3 cpd (P < .05). During follow-up, 35 eyes developed wet AMD (17%) and 53 progressed to GA (26%). subretinal drusenoid deposit, ONL thinning in the inner ring, and reduced CS at 1.5 cpd were associated with wet AMD (P < .05). Higher RPE volume in the inner ring, hyporeflective drusen cores, subretinal drusenoid deposit, higher HRF count, and reduced CS at 1 cpd were associated with GA (P < .05). CONCLUSIONS Our study reveals significant structure-function relationships between OCT biomarkers and qCSF-measured CS in iAMD. These findings highlight the impact of AMD alterations on CS function and offer valuable insights for patient stratification and prognostication in research and clinical settings.
Collapse
Affiliation(s)
- Cade Bennett
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Francesco Romano
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Filippos Vingopoulos
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.V. and L.A.K.), Byers Eye Institute, Stanford University School of Medicine, Palo Alto, California, USA
| | - Mauricio Garcia
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Xinyi Ding
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Augustine Bannerman
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Ioanna Ploumi
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Dimitrios Ntentakis
- Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Isabella Stettler
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Katherine Overbey
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Grace Baldwin
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Romy Bejjani
- Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Itika Garg
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Jocelyn Rodriguez
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA
| | - Inês Laìns
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Leo A Kim
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA; Department of Ophthalmology (F.V. and L.A.K.), Byers Eye Institute, Stanford University School of Medicine, Palo Alto, California, USA
| | - Demetrios Vavvas
- Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Deeba Husain
- Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Joan W Miller
- Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - John B Miller
- From the Harvard Retinal Imaging Lab (C.B., F.R., F.V., M.G., X.D., A.B., I.P., I.S., K.O., G.B., I.G., J.R., I.L., L.A. K., and J.B.M.), Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts, USA; Department of Ophthalmology (F.R., X.D., D.N., G.B., R.B., I.L., L.A. K., D.V., D.H., J.W.M., and J.B. M.), Retina Service, Massachusetts Eye and Ear, Boston, Massachusetts, USA.
| |
Collapse
|
6
|
Terheyden JH, Holz FG, Behning C, Dunbar HMP, Schmitz-Valckenberg S, Tufail A, Schmid M, Crabb DP, Saßmannshausen M, Binns A, Hoyng CB, Zakaria N, Poor S, Moll KP, Cosette D, Martinho C, Batuca J, Cunha-Vaz J, Luhmann UFO, Leal S, Finger RP. The Spectrum of Functional, Structural, and Patient-Reported Outcomes in Intermediate Age-Related Macular Degeneration: A MACUSTAR Study Report. Ophthalmologica 2025; 248:101-111. [PMID: 39900013 PMCID: PMC11999656 DOI: 10.1159/000543231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 12/15/2024] [Indexed: 02/05/2025]
Abstract
INTRODUCTION There is an unmet medical need for therapies in intermediate age-related macular degeneration (iAMD). The prospective European multicenter cohort study MACUSTAR validates structural, functional, and patient-reported iAMD endpoints for use in future trials. The multiplicity of assessments allows characterizing iAMD in more dimensions than previously available. We describe the heterogeneity of assessments in the iAMD baseline cohort of the MACUSTAR study. METHODS A wide range of assessments was administered across 20 European study sites in accordance with established guidelines. These assessments encompassed multiple structural evaluations, such as color fundus photography, fundus autofluorescence, and optical coherence tomography. Additionally, functional tests were conducted, including assessments of best-corrected and low-luminance visual acuity (VA), Moorfields acuity, contrast sensitivity, reading speed, mesopic and scotopic microperimetry, and dark adaptometry. Moreover, patient-reported outcome assessments, specifically the Vision Impairment in Low Luminance questionnaire, were also incorporated into the evaluation process. Associations between variables were investigated using Phi coefficients, Pearson correlation coefficients and age-corrected regression models. RESULTS Five-hundred eighty-five individuals with iAMD (66% women; mean (standard deviation) age: 72 ± 7 years) were included in the MACUSTAR study. Forty-nine percent had pigmentary abnormalities, 27% had reticular pseudodrusen; 10% and 9% had incomplete and complete retinal pigment epithelium and outer retinal atrophy at baseline, respectively. Mean best-corrected VA, low-luminance VA and mesopic average threshold on microperimetry at baseline were 0.03 ± 0.11 logMAR, 0.24 ± 0.16 logMAR, and 23.3 ± 3.7 dB. Mean Vision Impairment in Low Luminance (VILL) subscale scores at baseline were 2 ± 2 to 2 ± 3 logits. Phi coefficients between structural assessments ranged between 0.17 and 0.22 (median 0.21); correlation coefficients between function tests ranged between 0.07 and 0.69 (median 0.34) and between VILL scores ranged between 0.21 and 0.68 (median 0.23). CONCLUSION The findings from this broad and comprehensive spectrum of assessments of structure, function, and patient-reported outcomes in iAMD suggest that the disease spectrum is diverse and heterogeneous and that further efforts are necessary to fully understand and characterize iAMD in all its complexities. A further in-depth characterization will enable novel enrichment strategies for clinical trials in iAMD.
Collapse
Affiliation(s)
| | - Frank G Holz
- Department of Ophthalmology, University Hospital Bonn, Bonn, Germany
- GRADE Reading Center, Bonn, Germany
| | - Charlotte Behning
- Informatics and Epidemiology, Medical Faculty, Institute for Medical Biometry, University of Bonn, Bonn, Germany
| | - Hannah M P Dunbar
- UCL Institute of Ophthalmology, University College London, London, UK
| | - Steffen Schmitz-Valckenberg
- Department of Ophthalmology, University Hospital Bonn, Bonn, Germany
- GRADE Reading Center, Bonn, Germany
- Department of Ophthalmology and Visual Sciences, John A. Moran Eye Center, University of Utah, Salt Lake City, Utah, USA
| | - Adnan Tufail
- Moorfields Eye Hospital NHS Foundation Trust, London, UK
| | - Matthias Schmid
- Informatics and Epidemiology, Medical Faculty, Institute for Medical Biometry, University of Bonn, Bonn, Germany
| | - David P Crabb
- Department of Optometry and Visual Science, City, University of London, London, UK
| | - Marlene Saßmannshausen
- Department of Ophthalmology, University Hospital Bonn, Bonn, Germany
- GRADE Reading Center, Bonn, Germany
| | - Alison Binns
- Department of Optometry and Visual Science, City, University of London, London, UK
| | - Carel B Hoyng
- Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nadia Zakaria
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts, USA
| | - Stephen Poor
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts, USA
| | - Klaus-Peter Moll
- Novartis Institutes for Biomedical Research, Cambridge, Massachusetts, USA
| | | | - Cecília Martinho
- Association for Innovation and Biomedical Research on Light and Image, Coimbra, Portugal
| | - Joana Batuca
- European Clinical Research Infrastructure Network, Paris, France
| | - José Cunha-Vaz
- Association for Innovation and Biomedical Research on Light and Image, Coimbra, Portugal
| | - Ulrich F O Luhmann
- Roche Pharmaceutical Research and Early Development, Translational Medicine Ophthalmology, Roche Innovation Center Basel, Basel, Switzerland
| | | | - Robert P Finger
- Department of Ophthalmology, University Hospital Bonn, Bonn, Germany
- Department of Ophthalmology, University Hospital Mannheim & Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| |
Collapse
|